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An agent-based model to foster citizens’ sustainable behavior in the Italian city of Siena

Author

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  • Vittoria Socci

    (University of Siena)

  • Eleonora Vitanza

    (University of Siena)

  • Chiara Mocenni

    (University of Siena)

Abstract

Climate change is irreversibly having an increasing impact on the environment, people and the economy worldwide. The contribution of each individual in counteracting its effects is crucial, as everyday actions, from a proper participation in waste sorting to responsible consumption choices, can shape a more resilient and environmentally friendly future. How much do the geographical and urban features of an Italian art city impact the spread of sustainable behaviors among its citizens? In this paper, we investigate the climate awareness and attitudes toward sustainability of citizens living in the historical center of Siena, a small art city among the most sustainable in Italy. Using a geo-referenced agent-based model (ABM) and game theory for the human decision-making process, we simulate how pro-environmental attitudes spread in a population of predominantly selfish individuals and in which there are also herding and anti-herding mechanisms. We claim that on the one hand, the conformation and geographical position of the city of Siena make it naturally sustainable, but at the same time its urban structure and connection networks seem to limit the spread of cooperative actions toward environmental protection. Graphic abstract

Suggested Citation

  • Vittoria Socci & Eleonora Vitanza & Chiara Mocenni, 2025. "An agent-based model to foster citizens’ sustainable behavior in the Italian city of Siena," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 98(4), pages 1-20, April.
  • Handle: RePEc:spr:eurphb:v:98:y:2025:i:4:d:10.1140_epjb_s10051-025-00910-9
    DOI: 10.1140/epjb/s10051-025-00910-9
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    1. Nordhaus, William D, 1991. "To Slow or Not to Slow: The Economics of the Greenhouse Effect," Economic Journal, Royal Economic Society, vol. 101(407), pages 920-937, July.
    2. Torgler, Benno & Garcia-Valinas, Maria A., 2007. "The determinants of individuals' attitudes towards preventing environmental damage," Ecological Economics, Elsevier, vol. 63(2-3), pages 536-552, August.
    3. Dai, Jing & Kesternich, Martin & Löschel, Andreas & Ziegler, Andreas, 2015. "Extreme weather experiences and climate change beliefs in China: An econometric analysis," Ecological Economics, Elsevier, vol. 116(C), pages 310-321.
    4. Tien Ming Lee & Ezra M. Markowitz & Peter D. Howe & Chia-Ying Ko & Anthony A. Leiserowitz, 2015. "Predictors of public climate change awareness and risk perception around the world," Nature Climate Change, Nature, vol. 5(11), pages 1014-1020, November.
    5. Timothy M. Lenton & Johan Rockström & Owen Gaffney & Stefan Rahmstorf & Katherine Richardson & Will Steffen & Hans Joachim Schellnhuber, 2019. "Climate tipping points — too risky to bet against," Nature, Nature, vol. 575(7784), pages 592-595, November.
    6. Dakshina G. De Silva & Rachel A. J. Pownall, 2014. "Going green: does it depend on education, gender or income?," Applied Economics, Taylor & Francis Journals, vol. 46(5), pages 573-586, February.
    7. Frondel, Manuel & Simora, Michael & Sommer, Stephan, 2017. "Risk Perception of Climate Change: Empirical Evidence for Germany," Ecological Economics, Elsevier, vol. 137(C), pages 173-183.
    8. Andor, Mark A. & Schmidt, Christoph M. & Sommer, Stephan, 2018. "Climate Change, Population Ageing and Public Spending: Evidence on Individual Preferences," Ecological Economics, Elsevier, vol. 151(C), pages 173-183.
    9. Donatella Baiardi, 2023. "What do you think about climate change?," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1255-1313, September.
    10. Noeldeke, Beatrice & Winter, Etti & Ntawuhiganayo, Elisée Bahati, 2022. "Representing human decision-making in agent-based simulation models: Agroforestry adoption in rural Rwanda," Ecological Economics, Elsevier, vol. 200(C).
    11. Blomquist, Glenn C. & Whitehead, John C., 1998. "Resource quality information and validity of willingness to pay in contingent valuation," Resource and Energy Economics, Elsevier, vol. 20(2), pages 179-196, June.
    12. Challet, D. & Zhang, Y.-C., 1997. "Emergence of cooperation and organization in an evolutionary game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 246(3), pages 407-418.
    13. Brécard, Dorothée & Hlaimi, Boubaker & Lucas, Sterenn & Perraudeau, Yves & Salladarré, Frédéric, 2009. "Determinants of demand for green products: An application to eco-label demand for fish in Europe," Ecological Economics, Elsevier, vol. 69(1), pages 115-125, November.
    14. Taciano L. Milfont & Elena Zubielevitch & Petar Milojev & Chris G. Sibley, 2021. "Ten-year panel data confirm generation gap but climate beliefs increase at similar rates across ages," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
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